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Danna Xue

3 accepted papers

2026

Bridging the Perception Gap in Image Super-Resolution Evaluation

CVPR 2026

As super-resolution (SR) techniques advance, we observe a growing distrust of evaluation metrics in recent SR research. An inconsistency often emerges between certain evaluation criteria and human perceptual preference. Although current SR research employs varying metrics to evaluate SR performance,

Cited by 0SourceScholar
2025

HyperNVD: Accelerating Neural Video Decomposition via Hypernetworks

CVPR 2025poster

Decomposing a video into a layer-based representation is crucial for easy video editing for the creative industries, as it enables independent editing of specific layers. Existing video-layer decomposition models rely on implicit neural representations (INRs) trained independently for each video, ma…

2023

Burst Perception-Distortion Tradeoff: Analysis and Evaluation

ICASSP 2023accepted

Burst image restoration attempts to effectively utilize the complementary cues appearing in sequential images to produce a high-quality image. Most current methods use all the available images to obtain the reconstructed image. However, using more images for burst restoration is not always the best…

Cited by 0SourceScholar